Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 7752 |
| Missing cells | 1248 |
| Missing cells (%) | 0.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.5 MiB |
| Average record size in memory | 200.0 B |
Variable types
| Numeric | 24 |
|---|---|
| Categorical | 1 |
Date has a high cardinality: 310 distinct values | High cardinality |
Present_Tmax is highly correlated with Present_Tmin and 4 other fields | High correlation |
Present_Tmin is highly correlated with Present_Tmax and 2 other fields | High correlation |
LDAPS_RHmin is highly correlated with LDAPS_RHmax and 5 other fields | High correlation |
LDAPS_RHmax is highly correlated with LDAPS_RHmin | High correlation |
LDAPS_Tmax_lapse is highly correlated with Present_Tmax and 6 other fields | High correlation |
LDAPS_Tmin_lapse is highly correlated with Present_Tmax and 4 other fields | High correlation |
LDAPS_CC1 is highly correlated with LDAPS_RHmin and 2 other fields | High correlation |
LDAPS_CC2 is highly correlated with LDAPS_RHmin and 4 other fields | High correlation |
LDAPS_CC3 is highly correlated with LDAPS_RHmin and 5 other fields | High correlation |
LDAPS_CC4 is highly correlated with LDAPS_RHmin and 2 other fields | High correlation |
DEM is highly correlated with Slope | High correlation |
Slope is highly correlated with DEM | High correlation |
Next_Tmax is highly correlated with Present_Tmax and 4 other fields | High correlation |
Next_Tmin is highly correlated with Present_Tmax and 4 other fields | High correlation |
Present_Tmax is highly correlated with Present_Tmin and 4 other fields | High correlation |
Present_Tmin is highly correlated with Present_Tmax and 2 other fields | High correlation |
LDAPS_RHmin is highly correlated with LDAPS_RHmax and 5 other fields | High correlation |
LDAPS_RHmax is highly correlated with LDAPS_RHmin | High correlation |
LDAPS_Tmax_lapse is highly correlated with Present_Tmax and 6 other fields | High correlation |
LDAPS_Tmin_lapse is highly correlated with Present_Tmax and 4 other fields | High correlation |
LDAPS_CC1 is highly correlated with LDAPS_RHmin and 4 other fields | High correlation |
LDAPS_CC2 is highly correlated with LDAPS_RHmin and 6 other fields | High correlation |
LDAPS_CC3 is highly correlated with LDAPS_RHmin and 5 other fields | High correlation |
LDAPS_CC4 is highly correlated with LDAPS_CC2 and 2 other fields | High correlation |
LDAPS_PPT1 is highly correlated with LDAPS_CC1 and 2 other fields | High correlation |
LDAPS_PPT2 is highly correlated with LDAPS_RHmin and 3 other fields | High correlation |
LDAPS_PPT3 is highly correlated with LDAPS_CC3 and 1 other fields | High correlation |
LDAPS_PPT4 is highly correlated with LDAPS_CC4 and 1 other fields | High correlation |
DEM is highly correlated with Slope | High correlation |
Slope is highly correlated with DEM | High correlation |
Next_Tmax is highly correlated with Present_Tmax and 3 other fields | High correlation |
Next_Tmin is highly correlated with Present_Tmax and 4 other fields | High correlation |
Present_Tmin is highly correlated with LDAPS_Tmin_lapse and 1 other fields | High correlation |
LDAPS_RHmin is highly correlated with LDAPS_CC2 | High correlation |
LDAPS_Tmax_lapse is highly correlated with Next_Tmax | High correlation |
LDAPS_Tmin_lapse is highly correlated with Present_Tmin and 1 other fields | High correlation |
LDAPS_CC1 is highly correlated with LDAPS_CC2 and 1 other fields | High correlation |
LDAPS_CC2 is highly correlated with LDAPS_RHmin and 3 other fields | High correlation |
LDAPS_CC3 is highly correlated with LDAPS_CC2 and 1 other fields | High correlation |
LDAPS_CC4 is highly correlated with LDAPS_CC3 | High correlation |
LDAPS_PPT1 is highly correlated with LDAPS_CC1 and 1 other fields | High correlation |
LDAPS_PPT2 is highly correlated with LDAPS_CC2 and 1 other fields | High correlation |
DEM is highly correlated with Slope | High correlation |
Slope is highly correlated with DEM | High correlation |
Next_Tmax is highly correlated with LDAPS_Tmax_lapse | High correlation |
Next_Tmin is highly correlated with Present_Tmin and 1 other fields | High correlation |
Present_Tmax is highly correlated with Present_Tmin and 4 other fields | High correlation |
Present_Tmin is highly correlated with Present_Tmax and 5 other fields | High correlation |
LDAPS_LH is highly correlated with lat and 1 other fields | High correlation |
LDAPS_PPT1 is highly correlated with LDAPS_CC1 and 1 other fields | High correlation |
Slope is highly correlated with lat and 3 other fields | High correlation |
lat is highly correlated with LDAPS_LH and 4 other fields | High correlation |
LDAPS_RHmax is highly correlated with LDAPS_RHmin | High correlation |
LDAPS_CC3 is highly correlated with LDAPS_Tmax_lapse and 6 other fields | High correlation |
LDAPS_Tmax_lapse is highly correlated with Present_Tmax and 10 other fields | High correlation |
LDAPS_CC4 is highly correlated with LDAPS_CC3 and 5 other fields | High correlation |
lon is highly correlated with Slope and 3 other fields | High correlation |
LDAPS_WS is highly correlated with LDAPS_Tmax_lapse and 1 other fields | High correlation |
Next_Tmin is highly correlated with Present_Tmax and 5 other fields | High correlation |
LDAPS_CC1 is highly correlated with LDAPS_PPT1 and 4 other fields | High correlation |
DEM is highly correlated with Slope and 3 other fields | High correlation |
station is highly correlated with LDAPS_LH and 4 other fields | High correlation |
Solar radiation is highly correlated with Present_Tmin and 3 other fields | High correlation |
LDAPS_Tmin_lapse is highly correlated with Present_Tmax and 5 other fields | High correlation |
LDAPS_RHmin is highly correlated with LDAPS_RHmax and 6 other fields | High correlation |
LDAPS_PPT3 is highly correlated with LDAPS_CC3 | High correlation |
LDAPS_CC2 is highly correlated with LDAPS_CC3 and 6 other fields | High correlation |
Next_Tmax is highly correlated with Present_Tmax and 10 other fields | High correlation |
LDAPS_PPT2 is highly correlated with LDAPS_PPT1 and 1 other fields | High correlation |
LDAPS_PPT4 is highly correlated with LDAPS_CC4 | High correlation |
Date is uniformly distributed | Uniform |
LDAPS_CC1 has 108 (1.4%) zeros | Zeros |
LDAPS_CC2 has 95 (1.2%) zeros | Zeros |
LDAPS_CC4 has 137 (1.8%) zeros | Zeros |
LDAPS_PPT1 has 4844 (62.5%) zeros | Zeros |
LDAPS_PPT2 has 5151 (66.4%) zeros | Zeros |
LDAPS_PPT3 has 5294 (68.3%) zeros | Zeros |
LDAPS_PPT4 has 5751 (74.2%) zeros | Zeros |
Reproduction
| Analysis started | 2021-08-15 01:28:31.844726 |
|---|---|
| Analysis finished | 2021-08-15 01:30:42.603617 |
| Duration | 2 minutes and 10.76 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13 |
| Minimum | 1 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 13 |
| Q3 | 19 |
| 95-th percentile | 24 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.211567828 |
|---|---|
| Coefficient of variation (CV) | 0.5547359868 |
| Kurtosis | -1.203848596 |
| Mean | 13 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0 |
| Sum | 100750 |
| Variance | 52.00671054 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 310 | 4.0% |
| 23 | 310 | 4.0% |
| 2 | 310 | 4.0% |
| 3 | 310 | 4.0% |
| 4 | 310 | 4.0% |
| 5 | 310 | 4.0% |
| 6 | 310 | 4.0% |
| 7 | 310 | 4.0% |
| 8 | 310 | 4.0% |
| 9 | 310 | 4.0% |
| Other values (15) | 4650 |
| Value | Count | Frequency (%) |
| 1 | 310 | |
| 2 | 310 | |
| 3 | 310 | |
| 4 | 310 | |
| 5 | 310 | |
| 6 | 310 | |
| 7 | 310 | |
| 8 | 310 | |
| 9 | 310 | |
| 10 | 310 |
| Value | Count | Frequency (%) |
| 25 | 310 | |
| 24 | 310 | |
| 23 | 310 | |
| 22 | 310 | |
| 21 | 310 | |
| 20 | 310 | |
| 19 | 310 | |
| 18 | 310 | |
| 17 | 310 | |
| 16 | 310 |
| Distinct | 310 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Memory size | 60.7 KiB |
| 8/20/2015 | 25 |
|---|---|
| 8/24/2016 | 25 |
| 8/5/2014 | 25 |
| 7/19/2015 | 25 |
| 7/26/2016 | 25 |
| Other values (305) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.709677419 |
| Min length | 8 |
Characters and Unicode
| Total characters | 67500 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 6/30/2013 |
|---|---|
| 2nd row | 6/30/2013 |
| 3rd row | 6/30/2013 |
| 4th row | 6/30/2013 |
| 5th row | 6/30/2013 |
Common Values
| Value | Count | Frequency (%) |
| 8/20/2015 | 25 | 0.3% |
| 8/24/2016 | 25 | 0.3% |
| 8/5/2014 | 25 | 0.3% |
| 7/19/2015 | 25 | 0.3% |
| 7/26/2016 | 25 | 0.3% |
| 7/31/2016 | 25 | 0.3% |
| 8/30/2013 | 25 | 0.3% |
| 7/11/2016 | 25 | 0.3% |
| 8/22/2017 | 25 | 0.3% |
| 8/4/2016 | 25 | 0.3% |
| Other values (300) | 7500 |
Length
| Value | Count | Frequency (%) |
| 8/20/2015 | 25 | 0.3% |
| 8/4/2016 | 25 | 0.3% |
| 7/19/2015 | 25 | 0.3% |
| 7/26/2016 | 25 | 0.3% |
| 7/31/2016 | 25 | 0.3% |
| 8/30/2013 | 25 | 0.3% |
| 7/11/2016 | 25 | 0.3% |
| 8/22/2017 | 25 | 0.3% |
| 8/24/2016 | 25 | 0.3% |
| 8/23/2015 | 25 | 0.3% |
| Other values (300) | 7500 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 15500 | |
| 1 | 11125 | |
| 2 | 11000 | |
| 0 | 8625 | |
| 7 | 6175 | 9.1% |
| 8 | 4500 | 6.7% |
| 3 | 2800 | 4.1% |
| 6 | 2425 | 3.6% |
| 4 | 2300 | 3.4% |
| 5 | 2300 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 52000 | |
| Other Punctuation | 15500 | 23.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11125 | |
| 2 | 11000 | |
| 0 | 8625 | |
| 7 | 6175 | |
| 8 | 4500 | |
| 3 | 2800 | 5.4% |
| 6 | 2425 | 4.7% |
| 4 | 2300 | 4.4% |
| 5 | 2300 | 4.4% |
| 9 | 750 | 1.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 15500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 67500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| / | 15500 | |
| 1 | 11125 | |
| 2 | 11000 | |
| 0 | 8625 | |
| 7 | 6175 | 9.1% |
| 8 | 4500 | 6.7% |
| 3 | 2800 | 4.1% |
| 6 | 2425 | 3.6% |
| 4 | 2300 | 3.4% |
| 5 | 2300 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 67500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 15500 | |
| 1 | 11125 | |
| 2 | 11000 | |
| 0 | 8625 | |
| 7 | 6175 | 9.1% |
| 8 | 4500 | 6.7% |
| 3 | 2800 | 4.1% |
| 6 | 2425 | 3.6% |
| 4 | 2300 | 3.4% |
| 5 | 2300 | 3.4% |
| Distinct | 167 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 70 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.7682114 |
| Minimum | 20 |
|---|---|
| Maximum | 37.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 24.6 |
| Q1 | 27.8 |
| median | 29.9 |
| Q3 | 32 |
| 95-th percentile | 34.3 |
| Maximum | 37.6 |
| Range | 17.6 |
| Interquartile range (IQR) | 4.2 |
Descriptive statistics
| Standard deviation | 2.96999878 |
|---|---|
| Coefficient of variation (CV) | 0.09977081725 |
| Kurtosis | -0.4127682457 |
| Mean | 29.7682114 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | -0.2629423693 |
| Sum | 228679.4 |
| Variance | 8.820892752 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.4 | 112 | 1.4% |
| 29.4 | 111 | 1.4% |
| 29.1 | 108 | 1.4% |
| 29.7 | 107 | 1.4% |
| 30.6 | 105 | 1.4% |
| 31.9 | 105 | 1.4% |
| 29.2 | 105 | 1.4% |
| 30 | 101 | 1.3% |
| 30.3 | 101 | 1.3% |
| 32.2 | 100 | 1.3% |
| Other values (157) | 6627 |
| Value | Count | Frequency (%) |
| 20 | 2 | |
| 20.1 | 1 | |
| 20.3 | 1 | |
| 20.4 | 1 | |
| 20.6 | 2 | |
| 20.7 | 1 | |
| 21.2 | 1 | |
| 21.4 | 2 | |
| 21.5 | 2 | |
| 21.6 | 2 |
| Value | Count | Frequency (%) |
| 37.6 | 2 | < 0.1% |
| 37.5 | 2 | < 0.1% |
| 37.2 | 2 | < 0.1% |
| 37.1 | 1 | < 0.1% |
| 36.9 | 1 | < 0.1% |
| 36.8 | 3 | |
| 36.7 | 6 | |
| 36.6 | 2 | < 0.1% |
| 36.5 | 4 | |
| 36.4 | 1 | < 0.1% |
| Distinct | 155 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 70 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.22505858 |
| Minimum | 11.3 |
|---|---|
| Maximum | 29.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 11.3 |
|---|---|
| 5-th percentile | 19.1 |
| Q1 | 21.7 |
| median | 23.4 |
| Q3 | 24.9 |
| 95-th percentile | 27 |
| Maximum | 29.9 |
| Range | 18.6 |
| Interquartile range (IQR) | 3.2 |
Descriptive statistics
| Standard deviation | 2.413961103 |
|---|---|
| Coefficient of variation (CV) | 0.1039377832 |
| Kurtosis | 0.1976512112 |
| Mean | 23.22505858 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | -0.3658751814 |
| Sum | 178414.9 |
| Variance | 5.827208205 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 161 | 2.1% |
| 23.8 | 153 | 2.0% |
| 23.1 | 144 | 1.9% |
| 23.5 | 143 | 1.8% |
| 23.3 | 142 | 1.8% |
| 23.7 | 141 | 1.8% |
| 23.9 | 138 | 1.8% |
| 23.6 | 137 | 1.8% |
| 23.4 | 136 | 1.8% |
| 23 | 135 | 1.7% |
| Other values (145) | 6252 |
| Value | Count | Frequency (%) |
| 11.3 | 2 | |
| 13.5 | 1 | |
| 13.6 | 1 | |
| 14.1 | 1 | |
| 14.2 | 1 | |
| 14.3 | 1 | |
| 14.4 | 2 | |
| 14.6 | 1 | |
| 14.8 | 2 | |
| 15 | 1 |
| Value | Count | Frequency (%) |
| 29.9 | 2 | < 0.1% |
| 29.7 | 1 | < 0.1% |
| 29.6 | 1 | < 0.1% |
| 29.2 | 2 | < 0.1% |
| 29.1 | 1 | < 0.1% |
| 29 | 2 | < 0.1% |
| 28.9 | 4 | |
| 28.8 | 3 | |
| 28.7 | 3 | |
| 28.6 | 6 |
| Distinct | 7672 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.75937215 |
| Minimum | 19.79466629 |
|---|---|
| Maximum | 98.5247345 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 19.79466629 |
|---|---|
| 5-th percentile | 34.61397323 |
| Q1 | 45.96354294 |
| median | 55.03902435 |
| Q3 | 67.19005585 |
| 95-th percentile | 82.83589783 |
| Maximum | 98.5247345 |
| Range | 78.73006821 |
| Interquartile range (IQR) | 21.22651291 |
Descriptive statistics
| Standard deviation | 14.66811137 |
|---|---|
| Coefficient of variation (CV) | 0.2584262442 |
| Kurtosis | -0.5208967924 |
| Mean | 56.75937215 |
| Median Absolute Deviation (MAD) | 10.34185028 |
| Skewness | 0.2987645035 |
| Sum | 435741.7 |
| Variance | 215.1534911 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 71.65808868 | 2 | < 0.1% |
| 51.81059647 | 2 | < 0.1% |
| 98.5247345 | 2 | < 0.1% |
| 77.03034973 | 2 | < 0.1% |
| 19.79466629 | 2 | < 0.1% |
| 75.35285187 | 1 | < 0.1% |
| 39.92521667 | 1 | < 0.1% |
| 58.97974777 | 1 | < 0.1% |
| 53.68651199 | 1 | < 0.1% |
| 41.49820328 | 1 | < 0.1% |
| Other values (7662) | 7662 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 19.79466629 | 2 | |
| 20.09068489 | 1 | |
| 21.0097084 | 1 | |
| 21.46811485 | 1 | |
| 21.46988106 | 1 | |
| 21.52996445 | 1 | |
| 21.66367912 | 1 | |
| 22.08788681 | 1 | |
| 22.33865929 | 1 | |
| 22.42659187 | 1 |
| Value | Count | Frequency (%) |
| 98.5247345 | 2 | |
| 98.19417572 | 1 | |
| 97.48257446 | 1 | |
| 96.93392181 | 1 | |
| 96.56472778 | 1 | |
| 96.16981506 | 1 | |
| 96.08734894 | 1 | |
| 95.81893921 | 1 | |
| 95.80328369 | 1 | |
| 95.75268555 | 1 |
| Distinct | 7664 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.37480389 |
| Minimum | 58.93628311 |
|---|---|
| Maximum | 100.0001526 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 58.93628311 |
|---|---|
| 5-th percentile | 74.3182373 |
| Q1 | 84.22286224 |
| median | 89.79347992 |
| Q3 | 93.74362946 |
| 95-th percentile | 97.73377991 |
| Maximum | 100.0001526 |
| Range | 41.06386949 |
| Interquartile range (IQR) | 9.52076722 |
Descriptive statistics
| Standard deviation | 7.192004103 |
|---|---|
| Coefficient of variation (CV) | 0.08138070792 |
| Kurtosis | 0.3621454393 |
| Mean | 88.37480389 |
| Median Absolute Deviation (MAD) | 4.50279999 |
| Skewness | -0.8508699656 |
| Sum | 678453.3694 |
| Variance | 51.72492301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 85.86373138 | 2 | < 0.1% |
| 96.05841827 | 2 | < 0.1% |
| 96.52519989 | 2 | < 0.1% |
| 99.25196838 | 2 | < 0.1% |
| 88.93819427 | 2 | < 0.1% |
| 88.8766098 | 2 | < 0.1% |
| 91.20652008 | 2 | < 0.1% |
| 91.77614594 | 2 | < 0.1% |
| 94.7959671 | 2 | < 0.1% |
| 91.87817383 | 2 | < 0.1% |
| Other values (7654) | 7657 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 58.93628311 | 2 | |
| 60.72826004 | 1 | |
| 61.34057617 | 1 | |
| 61.589077 | 1 | |
| 62.04511261 | 1 | |
| 62.64552307 | 1 | |
| 62.74210358 | 1 | |
| 62.90007401 | 1 | |
| 62.98423004 | 1 | |
| 63.08742523 | 1 |
| Value | Count | Frequency (%) |
| 100.0001526 | 2 | |
| 99.99942017 | 1 | |
| 99.99900818 | 1 | |
| 99.99688721 | 1 | |
| 99.99517059 | 1 | |
| 99.99266052 | 1 | |
| 99.99242401 | 1 | |
| 99.98728943 | 1 | |
| 99.98582459 | 1 | |
| 99.98556519 | 1 |
LDAPS_Tmax_lapse
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 7675 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.61344654 |
| Minimum | 17.62495378 |
|---|---|
| Maximum | 38.54225522 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 17.62495378 |
|---|---|
| 5-th percentile | 24.53059542 |
| Q1 | 27.67349866 |
| median | 29.70342642 |
| Q3 | 31.71044989 |
| 95-th percentile | 34.30162848 |
| Maximum | 38.54225522 |
| Range | 20.91730144 |
| Interquartile range (IQR) | 4.03695123 |
Descriptive statistics
| Standard deviation | 2.947191005 |
|---|---|
| Coefficient of variation (CV) | 0.09952205329 |
| Kurtosis | -0.03238064427 |
| Mean | 29.61344654 |
| Median Absolute Deviation (MAD) | 2.02097205 |
| Skewness | -0.2267749172 |
| Sum | 227342.4291 |
| Variance | 8.68593482 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17.62495378 | 2 | < 0.1% |
| 38.54225522 | 2 | < 0.1% |
| 30.87499885 | 1 | < 0.1% |
| 28.70800403 | 1 | < 0.1% |
| 32.20141348 | 1 | < 0.1% |
| 23.50873577 | 1 | < 0.1% |
| 35.88088701 | 1 | < 0.1% |
| 27.76751325 | 1 | < 0.1% |
| 30.3199456 | 1 | < 0.1% |
| 30.57498709 | 1 | < 0.1% |
| Other values (7665) | 7665 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 17.62495378 | 2 | |
| 17.83555757 | 1 | |
| 18.30850581 | 1 | |
| 19.17360648 | 1 | |
| 19.21306248 | 1 | |
| 19.24407659 | 1 | |
| 19.30022281 | 1 | |
| 19.38825127 | 1 | |
| 19.59257313 | 1 | |
| 19.77022078 | 1 |
| Value | Count | Frequency (%) |
| 38.54225522 | 2 | |
| 38.14053449 | 1 | |
| 38.02874289 | 1 | |
| 37.43865384 | 1 | |
| 37.35302979 | 1 | |
| 37.21342326 | 1 | |
| 37.13613868 | 1 | |
| 37.05030059 | 1 | |
| 36.95919276 | 1 | |
| 36.93092275 | 1 |
LDAPS_Tmin_lapse
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 7675 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.51258878 |
| Minimum | 14.27264631 |
|---|---|
| Maximum | 29.61934244 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 14.27264631 |
|---|---|
| 5-th percentile | 19.4488671 |
| Q1 | 22.08973876 |
| median | 23.76019884 |
| Q3 | 25.15290854 |
| 95-th percentile | 27.01916987 |
| Maximum | 29.61934244 |
| Range | 15.34669613 |
| Interquartile range (IQR) | 3.06316978 |
Descriptive statistics
| Standard deviation | 2.345347303 |
|---|---|
| Coefficient of variation (CV) | 0.09974857831 |
| Kurtosis | 0.5024948132 |
| Mean | 23.51258878 |
| Median Absolute Deviation (MAD) | 1.49646783 |
| Skewness | -0.578943259 |
| Sum | 180506.144 |
| Variance | 5.50065397 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.27264631 | 2 | < 0.1% |
| 29.61934244 | 2 | < 0.1% |
| 22.60426494 | 1 | < 0.1% |
| 26.17707619 | 1 | < 0.1% |
| 24.14378541 | 1 | < 0.1% |
| 27.64655289 | 1 | < 0.1% |
| 24.01882354 | 1 | < 0.1% |
| 23.41136141 | 1 | < 0.1% |
| 21.87033398 | 1 | < 0.1% |
| 23.47368081 | 1 | < 0.1% |
| Other values (7665) | 7665 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 14.27264631 | 2 | |
| 14.30137542 | 1 | |
| 14.44323317 | 1 | |
| 14.50081253 | 1 | |
| 14.72002888 | 1 | |
| 14.77141624 | 1 | |
| 14.7910817 | 1 | |
| 14.89248387 | 1 | |
| 14.89315539 | 1 | |
| 14.90792332 | 1 |
| Value | Count | Frequency (%) |
| 29.61934244 | 2 | |
| 29.60448023 | 1 | |
| 29.56464717 | 1 | |
| 29.52761224 | 1 | |
| 29.52025878 | 1 | |
| 29.08449222 | 1 | |
| 29.06499337 | 1 | |
| 28.98263919 | 1 | |
| 28.97217631 | 1 | |
| 28.90000981 | 1 |
| Distinct | 7675 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.09787457 |
| Minimum | 2.882579625 |
|---|---|
| Maximum | 21.85762099 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 2.882579625 |
|---|---|
| 5-th percentile | 4.54411884 |
| Q1 | 5.678705116 |
| median | 6.547470301 |
| Q3 | 8.032276144 |
| 95-th percentile | 11.41874935 |
| Maximum | 21.85762099 |
| Range | 18.97504137 |
| Interquartile range (IQR) | 2.353571028 |
Descriptive statistics
| Standard deviation | 2.183835979 |
|---|---|
| Coefficient of variation (CV) | 0.3076746366 |
| Kurtosis | 3.709967069 |
| Mean | 7.09787457 |
| Median Absolute Deviation (MAD) | 1.078852932 |
| Skewness | 1.571580883 |
| Sum | 54490.38307 |
| Variance | 4.769139582 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.882579625 | 2 | < 0.1% |
| 21.85762099 | 2 | < 0.1% |
| 10.15769889 | 1 | < 0.1% |
| 5.145232429 | 1 | < 0.1% |
| 4.204029918 | 1 | < 0.1% |
| 5.401667684 | 1 | < 0.1% |
| 8.538407822 | 1 | < 0.1% |
| 6.381539504 | 1 | < 0.1% |
| 8.104732027 | 1 | < 0.1% |
| 6.198156416 | 1 | < 0.1% |
| Other values (7665) | 7665 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 2.882579625 | 2 | |
| 3.007953897 | 1 | |
| 3.013141155 | 1 | |
| 3.180028851 | 1 | |
| 3.295204123 | 1 | |
| 3.380252163 | 1 | |
| 3.403059368 | 1 | |
| 3.411469112 | 1 | |
| 3.419272289 | 1 | |
| 3.444602201 | 1 |
| Value | Count | Frequency (%) |
| 21.85762099 | 2 | |
| 20.8541642 | 1 | |
| 20.11325343 | 1 | |
| 20.04824893 | 1 | |
| 19.3417213 | 1 | |
| 19.06818497 | 1 | |
| 18.11230397 | 1 | |
| 18.04368989 | 1 | |
| 17.91288733 | 1 | |
| 17.86923488 | 1 |
| Distinct | 7675 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.50501891 |
| Minimum | -13.60321209 |
|---|---|
| Maximum | 213.4140062 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4 |
| Negative (%) | 0.1% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | -13.60321209 |
|---|---|
| 5-th percentile | 15.19832322 |
| Q1 | 37.26675278 |
| median | 56.86548154 |
| Q3 | 84.22361625 |
| 95-th percentile | 125.359223 |
| Maximum | 213.4140062 |
| Range | 227.0172183 |
| Interquartile range (IQR) | 46.95686347 |
Descriptive statistics
| Standard deviation | 33.73058877 |
|---|---|
| Coefficient of variation (CV) | 0.5396460853 |
| Kurtosis | 0.1039469093 |
| Mean | 62.50501891 |
| Median Absolute Deviation (MAD) | 22.60446922 |
| Skewness | 0.6704914371 |
| Sum | 479851.0302 |
| Variance | 1137.752619 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -13.60321209 | 2 | < 0.1% |
| 213.4140062 | 2 | < 0.1% |
| 52.89893587 | 1 | < 0.1% |
| 58.59489051 | 1 | < 0.1% |
| 35.23047935 | 1 | < 0.1% |
| 21.82404284 | 1 | < 0.1% |
| 87.45306389 | 1 | < 0.1% |
| 30.49139341 | 1 | < 0.1% |
| 51.07901088 | 1 | < 0.1% |
| 94.80986512 | 1 | < 0.1% |
| Other values (7665) | 7665 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| -13.60321209 | 2 | |
| -8.569042542 | 1 | |
| -3.75393321 | 1 | |
| 3.704882443 | 1 | |
| 5.404379317 | 1 | |
| 6.116924614 | 1 | |
| 6.171165351 | 1 | |
| 6.370118052 | 1 | |
| 6.768910299 | 1 | |
| 7.088508437 | 1 |
| Value | Count | Frequency (%) |
| 213.4140062 | 2 | |
| 208.2346976 | 1 | |
| 203.706062 | 1 | |
| 200.411451 | 1 | |
| 189.2242461 | 1 | |
| 185.3952445 | 1 | |
| 182.6140475 | 1 | |
| 179.6815697 | 1 | |
| 178.4034568 | 1 | |
| 176.8802853 | 1 |
LDAPS_CC1
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7569 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3687735856 |
| Minimum | 0 |
|---|---|
| Maximum | 0.967277328 |
| Zeros | 108 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0209252102 |
| Q1 | 0.14665401 |
| median | 0.315696837 |
| Q3 | 0.575488778 |
| 95-th percentile | 0.8366165616 |
| Maximum | 0.967277328 |
| Range | 0.967277328 |
| Interquartile range (IQR) | 0.428834768 |
Descriptive statistics
| Standard deviation | 0.2624575535 |
|---|---|
| Coefficient of variation (CV) | 0.7117037765 |
| Kurtosis | -0.9223608894 |
| Mean | 0.3687735856 |
| Median Absolute Deviation (MAD) | 0.196663176 |
| Skewness | 0.4572306412 |
| Sum | 2831.074817 |
| Variance | 0.06888396741 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 108 | 1.4% |
| 0.967277328 | 2 | < 0.1% |
| 0.726234137 | 1 | < 0.1% |
| 0.271888233 | 1 | < 0.1% |
| 0.051229862 | 1 | < 0.1% |
| 0.29432929 | 1 | < 0.1% |
| 0.611442975 | 1 | < 0.1% |
| 0.432617451 | 1 | < 0.1% |
| 0.455214281 | 1 | < 0.1% |
| 0.223780094 | 1 | < 0.1% |
| Other values (7559) | 7559 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 108 | |
| 2.06 × 10-6 | 1 | < 0.1% |
| 2.81 × 10-6 | 1 | < 0.1% |
| 6.36 × 10-6 | 1 | < 0.1% |
| 1.06 × 10-5 | 1 | < 0.1% |
| 4.83 × 10-5 | 1 | < 0.1% |
| 5.14 × 10-5 | 1 | < 0.1% |
| 6.1 × 10-5 | 1 | < 0.1% |
| 6.36 × 10-5 | 1 | < 0.1% |
| 6.72 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.967277328 | 2 | |
| 0.962301191 | 1 | |
| 0.959129896 | 1 | |
| 0.954241663 | 1 | |
| 0.95376721 | 1 | |
| 0.952236027 | 1 | |
| 0.951899191 | 1 | |
| 0.950321509 | 1 | |
| 0.947525279 | 1 | |
| 0.947197653 | 1 |
LDAPS_CC2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7582 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3560804373 |
| Minimum | 0 |
|---|---|
| Maximum | 0.96835306 |
| Zeros | 95 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0091249346 |
| Q1 | 0.140614839 |
| median | 0.312421315 |
| Q3 | 0.558694442 |
| 95-th percentile | 0.8296098904 |
| Maximum | 0.96835306 |
| Range | 0.96835306 |
| Interquartile range (IQR) | 0.418079603 |
Descriptive statistics
| Standard deviation | 0.2580612293 |
|---|---|
| Coefficient of variation (CV) | 0.7247273432 |
| Kurtosis | -0.8511465852 |
| Mean | 0.3560804373 |
| Median Absolute Deviation (MAD) | 0.197461964 |
| Skewness | 0.4700602065 |
| Sum | 2733.629517 |
| Variance | 0.06659559805 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 95 | 1.2% |
| 0.96835306 | 2 | < 0.1% |
| 0.195655945 | 1 | < 0.1% |
| 0.183110611 | 1 | < 0.1% |
| 0.078902348 | 1 | < 0.1% |
| 0.373178957 | 1 | < 0.1% |
| 0.887667871 | 1 | < 0.1% |
| 0.808159884 | 1 | < 0.1% |
| 0.621571132 | 1 | < 0.1% |
| 0.600587984 | 1 | < 0.1% |
| Other values (7572) | 7572 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 95 | |
| 1.47 × 10-7 | 1 | < 0.1% |
| 5.34 × 10-7 | 1 | < 0.1% |
| 4.97 × 10-6 | 1 | < 0.1% |
| 5.62 × 10-6 | 1 | < 0.1% |
| 9.02 × 10-6 | 1 | < 0.1% |
| 1.11 × 10-5 | 1 | < 0.1% |
| 1.19 × 10-5 | 1 | < 0.1% |
| 1.59 × 10-5 | 1 | < 0.1% |
| 1.81 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.96835306 | 2 | |
| 0.966997021 | 1 | |
| 0.966637436 | 1 | |
| 0.966186225 | 1 | |
| 0.965888735 | 1 | |
| 0.964020881 | 1 | |
| 0.963206771 | 1 | |
| 0.962579105 | 1 | |
| 0.960099816 | 1 | |
| 0.959851364 | 1 |
| Distinct | 7599 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3184039558 |
| Minimum | 0 |
|---|---|
| Maximum | 0.983788755 |
| Zeros | 76 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0085693266 |
| Q1 | 0.101387577 |
| median | 0.262554604 |
| Q3 | 0.496703465 |
| 95-th percentile | 0.7871236342 |
| Maximum | 0.983788755 |
| Range | 0.983788755 |
| Interquartile range (IQR) | 0.395315888 |
Descriptive statistics
| Standard deviation | 0.2503621985 |
|---|---|
| Coefficient of variation (CV) | 0.7863036685 |
| Kurtosis | -0.6300587937 |
| Mean | 0.3184039558 |
| Median Absolute Deviation (MAD) | 0.183656068 |
| Skewness | 0.6376295817 |
| Sum | 2444.387169 |
| Variance | 0.06268123046 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 76 | 1.0% |
| 5.81 × 10-7 | 2 | < 0.1% |
| 0.000868056 | 2 | < 0.1% |
| 0.983788755 | 2 | < 0.1% |
| 0.282415399 | 1 | < 0.1% |
| 0.341589574 | 1 | < 0.1% |
| 0.347361396 | 1 | < 0.1% |
| 0.194017501 | 1 | < 0.1% |
| 0.730348677 | 1 | < 0.1% |
| 0.049067075 | 1 | < 0.1% |
| Other values (7589) | 7589 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 76 | |
| 5.81 × 10-7 | 2 | < 0.1% |
| 5.85 × 10-7 | 1 | < 0.1% |
| 2.26 × 10-6 | 1 | < 0.1% |
| 4.95 × 10-6 | 1 | < 0.1% |
| 6.09 × 10-6 | 1 | < 0.1% |
| 8.29 × 10-6 | 1 | < 0.1% |
| 1.03 × 10-5 | 1 | < 0.1% |
| 1.05 × 10-5 | 1 | < 0.1% |
| 1.96 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.983788755 | 2 | |
| 0.983756559 | 1 | |
| 0.981651727 | 1 | |
| 0.980175777 | 1 | |
| 0.977426254 | 1 | |
| 0.9760177 | 1 | |
| 0.972389986 | 1 | |
| 0.97177229 | 1 | |
| 0.971506672 | 1 | |
| 0.971460111 | 1 |
LDAPS_CC4
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7524 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2991913889 |
| Minimum | 0 |
|---|---|
| Maximum | 0.974709524 |
| Zeros | 137 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0036280888 |
| Q1 | 0.081531957 |
| median | 0.227664469 |
| Q3 | 0.499489186 |
| 95-th percentile | 0.7784244252 |
| Maximum | 0.974709524 |
| Range | 0.974709524 |
| Interquartile range (IQR) | 0.417957229 |
Descriptive statistics
| Standard deviation | 0.2543475065 |
|---|---|
| Coefficient of variation (CV) | 0.8501164001 |
| Kurtosis | -0.7168758279 |
| Mean | 0.2991913889 |
| Median Absolute Deviation (MAD) | 0.179763542 |
| Skewness | 0.663250982 |
| Sum | 2296.892293 |
| Variance | 0.06469265406 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 137 | 1.8% |
| 0.002604167 | 7 | 0.1% |
| 0.005208333 | 3 | < 0.1% |
| 0.001736111 | 3 | < 0.1% |
| 1.45 × 10-6 | 2 | < 0.1% |
| 2.06 × 10-6 | 2 | < 0.1% |
| 0.004340278 | 2 | < 0.1% |
| 0.373025014 | 2 | < 0.1% |
| 0.974709524 | 2 | < 0.1% |
| 5.18 × 10-5 | 2 | < 0.1% |
| Other values (7514) | 7515 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 137 | |
| 2.99 × 10-8 | 1 | < 0.1% |
| 3.01 × 10-7 | 1 | < 0.1% |
| 4.51 × 10-7 | 1 | < 0.1% |
| 5.4 × 10-7 | 1 | < 0.1% |
| 8.72 × 10-7 | 1 | < 0.1% |
| 9.69 × 10-7 | 1 | < 0.1% |
| 1.35 × 10-6 | 1 | < 0.1% |
| 1.45 × 10-6 | 2 | < 0.1% |
| 2.06 × 10-6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.974709524 | 2 | |
| 0.967349129 | 1 | |
| 0.962640209 | 1 | |
| 0.961506337 | 1 | |
| 0.957888477 | 1 | |
| 0.9563483 | 1 | |
| 0.954078231 | 1 | |
| 0.953207456 | 1 | |
| 0.949293337 | 1 | |
| 0.948908251 | 1 |
| Distinct | 2812 |
|---|---|
| Distinct (%) | 36.6% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5919945267 |
| Minimum | 0 |
|---|---|
| Maximum | 23.70154408 |
| Zeros | 4844 |
| Zeros (%) | 62.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.052524642 |
| 95-th percentile | 3.619205656 |
| Maximum | 23.70154408 |
| Range | 23.70154408 |
| Interquartile range (IQR) | 0.052524642 |
Descriptive statistics
| Standard deviation | 1.94576811 |
|---|---|
| Coefficient of variation (CV) | 3.286800844 |
| Kurtosis | 36.63231333 |
| Mean | 0.5919945267 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.367675474 |
| Sum | 4544.741981 |
| Variance | 3.786013538 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4844 | |
| 0.001953125 | 11 | 0.1% |
| 0.002604167 | 5 | 0.1% |
| 0.001733788 | 3 | < 0.1% |
| 0.000114948 | 2 | < 0.1% |
| 0.002198883 | 2 | < 0.1% |
| 23.70154408 | 2 | < 0.1% |
| 0.000458718 | 2 | < 0.1% |
| 4.84 × 10-5 | 2 | < 0.1% |
| 0.000558372 | 2 | < 0.1% |
| Other values (2802) | 2802 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 4844 | |
| 1.51 × 10-5 | 1 | < 0.1% |
| 1.89 × 10-5 | 1 | < 0.1% |
| 3.15 × 10-5 | 1 | < 0.1% |
| 3.45 × 10-5 | 1 | < 0.1% |
| 3.78 × 10-5 | 1 | < 0.1% |
| 3.88 × 10-5 | 1 | < 0.1% |
| 4.02 × 10-5 | 1 | < 0.1% |
| 4.84 × 10-5 | 2 | < 0.1% |
| 6.35 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.70154408 | 2 | |
| 23.22303604 | 1 | |
| 22.3608857 | 1 | |
| 20.94128404 | 1 | |
| 20.6530903 | 1 | |
| 19.33273548 | 1 | |
| 18.8873219 | 1 | |
| 18.87881494 | 1 | |
| 18.84156932 | 1 | |
| 18.81917164 | 1 |
| Distinct | 2510 |
|---|---|
| Distinct (%) | 32.7% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4850025591 |
| Minimum | 0 |
|---|---|
| Maximum | 21.62166078 |
| Zeros | 5151 |
| Zeros (%) | 66.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.018364114 |
| 95-th percentile | 3.369460909 |
| Maximum | 21.62166078 |
| Range | 21.62166078 |
| Interquartile range (IQR) | 0.018364114 |
Descriptive statistics
| Standard deviation | 1.762807246 |
|---|---|
| Coefficient of variation (CV) | 3.634634937 |
| Kurtosis | 42.29976986 |
| Mean | 0.4850025591 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.747359562 |
| Sum | 3723.364646 |
| Variance | 3.107489387 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5151 | |
| 0.001953125 | 7 | 0.1% |
| 0.0007808 | 3 | < 0.1% |
| 4.02 × 10-5 | 3 | < 0.1% |
| 1.41 × 10-5 | 2 | < 0.1% |
| 0.001703563 | 2 | < 0.1% |
| 0.001394753 | 2 | < 0.1% |
| 21.62166078 | 2 | < 0.1% |
| 0.000525639 | 2 | < 0.1% |
| 0.002604167 | 2 | < 0.1% |
| Other values (2500) | 2501 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 5151 | |
| 1.41 × 10-5 | 2 | < 0.1% |
| 1.65 × 10-5 | 1 | < 0.1% |
| 1.79 × 10-5 | 1 | < 0.1% |
| 1.92 × 10-5 | 1 | < 0.1% |
| 2.36 × 10-5 | 1 | < 0.1% |
| 3.46 × 10-5 | 1 | < 0.1% |
| 4.02 × 10-5 | 3 | < 0.1% |
| 4.15 × 10-5 | 1 | < 0.1% |
| 5.2 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 21.62166078 | 2 | |
| 21.27655758 | 1 | |
| 20.94256475 | 1 | |
| 20.41414674 | 1 | |
| 20.36982602 | 1 | |
| 20.15052048 | 1 | |
| 19.80145313 | 1 | |
| 19.14545369 | 1 | |
| 18.42803252 | 1 | |
| 18.15007039 | 1 |
| Distinct | 2356 |
|---|---|
| Distinct (%) | 30.7% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2781996393 |
| Minimum | 0 |
|---|---|
| Maximum | 15.84123484 |
| Zeros | 5294 |
| Zeros (%) | 68.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.00789632 |
| 95-th percentile | 1.414518103 |
| Maximum | 15.84123484 |
| Range | 15.84123484 |
| Interquartile range (IQR) | 0.00789632 |
Descriptive statistics
| Standard deviation | 1.161808677 |
|---|---|
| Coefficient of variation (CV) | 4.176168885 |
| Kurtosis | 49.99251679 |
| Mean | 0.2781996393 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.425829485 |
| Sum | 2135.738631 |
| Variance | 1.349799403 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5294 | |
| 0.001953125 | 10 | 0.1% |
| 0.000851781 | 4 | 0.1% |
| 0.002604167 | 3 | < 0.1% |
| 0.000313617 | 2 | < 0.1% |
| 0.000306106 | 2 | < 0.1% |
| 2.47 × 10-5 | 2 | < 0.1% |
| 0.000863546 | 2 | < 0.1% |
| 2.05 × 10-5 | 2 | < 0.1% |
| 0.000558364 | 2 | < 0.1% |
| Other values (2346) | 2354 | |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 5294 | |
| 2.05 × 10-5 | 2 | < 0.1% |
| 2.36 × 10-5 | 1 | < 0.1% |
| 2.47 × 10-5 | 2 | < 0.1% |
| 2.84 × 10-5 | 1 | < 0.1% |
| 3.07 × 10-5 | 1 | < 0.1% |
| 3.29 × 10-5 | 1 | < 0.1% |
| 3.78 × 10-5 | 2 | < 0.1% |
| 4.02 × 10-5 | 1 | < 0.1% |
| 4.41 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.84123484 | 2 | |
| 15.1380717 | 1 | |
| 14.11042879 | 1 | |
| 14.04638926 | 1 | |
| 13.75969728 | 1 | |
| 13.69294393 | 1 | |
| 12.59141413 | 1 | |
| 12.39570808 | 1 | |
| 11.05527716 | 1 | |
| 10.58751073 | 1 |
| Distinct | 1918 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 75 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.26940735 |
| Minimum | 0 |
|---|---|
| Maximum | 16.65546921 |
| Zeros | 5751 |
| Zeros (%) | 74.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4.15 × 10-5 |
| 95-th percentile | 1.295678829 |
| Maximum | 16.65546921 |
| Range | 16.65546921 |
| Interquartile range (IQR) | 4.15 × 10-5 |
Descriptive statistics
| Standard deviation | 1.206214071 |
|---|---|
| Coefficient of variation (CV) | 4.477287169 |
| Kurtosis | 54.31825132 |
| Mean | 0.26940735 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.792379039 |
| Sum | 2068.240226 |
| Variance | 1.454952386 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5751 | |
| 0.001953125 | 3 | < 0.1% |
| 0.001064727 | 2 | < 0.1% |
| 0.001104895 | 2 | < 0.1% |
| 0.000539112 | 2 | < 0.1% |
| 0.000709818 | 2 | < 0.1% |
| 16.65546921 | 2 | < 0.1% |
| 4.6 × 10-5 | 2 | < 0.1% |
| 0.001909322 | 2 | < 0.1% |
| 0.007947446 | 1 | < 0.1% |
| Other values (1908) | 1908 | 24.6% |
| (Missing) | 75 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 5751 | |
| 1.65 × 10-5 | 1 | < 0.1% |
| 1.79 × 10-5 | 1 | < 0.1% |
| 2.36 × 10-5 | 1 | < 0.1% |
| 2.99 × 10-5 | 1 | < 0.1% |
| 3.78 × 10-5 | 1 | < 0.1% |
| 4.02 × 10-5 | 1 | < 0.1% |
| 4.15 × 10-5 | 1 | < 0.1% |
| 4.6 × 10-5 | 2 | < 0.1% |
| 6.92 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16.65546921 | 2 | |
| 15.25282857 | 1 | |
| 14.78193317 | 1 | |
| 13.99895281 | 1 | |
| 13.80573742 | 1 | |
| 12.54213214 | 1 | |
| 12.4503245 | 1 | |
| 12.27896539 | 1 | |
| 12.21617692 | 1 | |
| 12.05516335 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.54472152 |
| Minimum | 37.4562 |
|---|---|
| Maximum | 37.645 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 37.4562 |
|---|---|
| 5-th percentile | 37.4697 |
| Q1 | 37.5102 |
| median | 37.5507 |
| Q3 | 37.5776 |
| 95-th percentile | 37.6181 |
| Maximum | 37.645 |
| Range | 0.1888 |
| Interquartile range (IQR) | 0.0674 |
Descriptive statistics
| Standard deviation | 0.05035152325 |
|---|---|
| Coefficient of variation (CV) | 0.001341107917 |
| Kurtosis | -0.8654162635 |
| Mean | 37.54472152 |
| Median Absolute Deviation (MAD) | 0.0405 |
| Skewness | 0.08706183722 |
| Sum | 291046.6812 |
| Variance | 0.002535275894 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37.5776 | 1240 | |
| 37.5507 | 1240 | |
| 37.5237 | 620 | |
| 37.4697 | 620 | |
| 37.5102 | 620 | |
| 37.6181 | 620 | |
| 37.4967 | 620 | |
| 37.6046 | 620 | |
| 37.5372 | 620 | |
| 37.645 | 311 | 4.0% |
| Other values (2) | 621 |
| Value | Count | Frequency (%) |
| 37.4562 | 311 | 4.0% |
| 37.4697 | 620 | |
| 37.4832 | 310 | 4.0% |
| 37.4967 | 620 | |
| 37.5102 | 620 | |
| 37.5237 | 620 | |
| 37.5372 | 620 | |
| 37.5507 | 1240 | |
| 37.5776 | 1240 | |
| 37.6046 | 620 |
| Value | Count | Frequency (%) |
| 37.645 | 311 | 4.0% |
| 37.6181 | 620 | |
| 37.6046 | 620 | |
| 37.5776 | 1240 | |
| 37.5507 | 1240 | |
| 37.5372 | 620 | |
| 37.5237 | 620 | |
| 37.5102 | 620 | |
| 37.4967 | 620 | |
| 37.4832 | 310 | 4.0% |
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.9913972 |
| Minimum | 126.826 |
|---|---|
| Maximum | 127.135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 126.826 |
|---|---|
| 5-th percentile | 126.838 |
| Q1 | 126.937 |
| median | 126.995 |
| Q3 | 127.042 |
| 95-th percentile | 127.099 |
| Maximum | 127.135 |
| Range | 0.309 |
| Interquartile range (IQR) | 0.105 |
Descriptive statistics
| Standard deviation | 0.07943510894 |
|---|---|
| Coefficient of variation (CV) | 0.0006255156703 |
| Kurtosis | -0.6320691456 |
| Mean | 126.9913972 |
| Median Absolute Deviation (MAD) | 0.058 |
| Skewness | -0.2852130228 |
| Sum | 984437.311 |
| Variance | 0.006309936532 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 127.135 | 311 | 4.0% |
| 126.826 | 311 | 4.0% |
| 126.995 | 310 | 4.0% |
| 126.937 | 310 | 4.0% |
| 126.991 | 310 | 4.0% |
| 126.988 | 310 | 4.0% |
| 127.024 | 310 | 4.0% |
| 127.086 | 310 | 4.0% |
| 127.022 | 310 | 4.0% |
| 126.97 | 310 | 4.0% |
| Other values (15) | 4650 |
| Value | Count | Frequency (%) |
| 126.826 | 311 | |
| 126.838 | 310 | |
| 126.891 | 310 | |
| 126.909 | 310 | |
| 126.91 | 310 | |
| 126.927 | 310 | |
| 126.937 | 310 | |
| 126.938 | 310 | |
| 126.955 | 310 | |
| 126.97 | 310 |
| Value | Count | Frequency (%) |
| 127.135 | 311 | |
| 127.099 | 310 | |
| 127.086 | 310 | |
| 127.085 | 310 | |
| 127.083 | 310 | |
| 127.058 | 310 | |
| 127.042 | 310 | |
| 127.04 | 310 | |
| 127.032 | 310 | |
| 127.024 | 310 |
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.86797227 |
| Minimum | 12.37 |
|---|---|
| Maximum | 212.335 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 12.37 |
|---|---|
| 5-th percentile | 15.5876 |
| Q1 | 28.7 |
| median | 45.716 |
| Q3 | 59.8324 |
| 95-th percentile | 208.507 |
| Maximum | 212.335 |
| Range | 199.965 |
| Interquartile range (IQR) | 31.1324 |
Descriptive statistics
| Standard deviation | 54.2797804 |
|---|---|
| Coefficient of variation (CV) | 0.877348625 |
| Kurtosis | 1.974088874 |
| Mean | 61.86797227 |
| Median Absolute Deviation (MAD) | 17.016 |
| Skewness | 1.723257137 |
| Sum | 479600.521 |
| Variance | 2946.29456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.37 | 311 | 4.0% |
| 212.335 | 311 | 4.0% |
| 146.554 | 310 | 4.0% |
| 82.2912 | 310 | 4.0% |
| 54.6384 | 310 | 4.0% |
| 35.038 | 310 | 4.0% |
| 17.2956 | 310 | 4.0% |
| 52.518 | 310 | 4.0% |
| 75.0924 | 310 | 4.0% |
| 15.5876 | 310 | 4.0% |
| Other values (15) | 4650 |
| Value | Count | Frequency (%) |
| 12.37 | 311 | |
| 15.5876 | 310 | |
| 17.2956 | 310 | |
| 19.5844 | 310 | |
| 21.9668 | 310 | |
| 26.298 | 310 | |
| 28.7 | 310 | |
| 30.0464 | 310 | |
| 30.968 | 310 | |
| 33.3068 | 310 |
| Value | Count | Frequency (%) |
| 212.335 | 311 | |
| 208.507 | 310 | |
| 146.554 | 310 | |
| 132.118 | 310 | |
| 82.2912 | 310 | |
| 75.0924 | 310 | |
| 59.8324 | 310 | |
| 56.4448 | 310 | |
| 54.6384 | 310 | |
| 53.4712 | 310 |
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.257048466 |
| Minimum | 0.0984746 |
|---|---|
| Maximum | 5.17823 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 0.0984746 |
|---|---|
| 5-th percentile | 0.1332 |
| Q1 | 0.2713 |
| median | 0.618 |
| Q3 | 1.7678 |
| 95-th percentile | 4.7296 |
| Maximum | 5.17823 |
| Range | 5.0797554 |
| Interquartile range (IQR) | 1.4965 |
Descriptive statistics
| Standard deviation | 1.370443515 |
|---|---|
| Coefficient of variation (CV) | 1.090207381 |
| Kurtosis | 1.621799971 |
| Mean | 1.257048466 |
| Median Absolute Deviation (MAD) | 0.4626 |
| Skewness | 1.56302 |
| Sum | 9744.639705 |
| Variance | 1.878115428 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.697 | 310 | 4.0% |
| 0.2661 | 310 | 4.0% |
| 0.6233 | 310 | 4.0% |
| 2.785 | 310 | 4.0% |
| 0.5721 | 310 | 4.0% |
| 0.0985 | 310 | 4.0% |
| 0.4125 | 310 | 4.0% |
| 2.6865 | 310 | 4.0% |
| 0.2223 | 310 | 4.0% |
| 0.1554 | 310 | 4.0% |
| Other values (17) | 4652 |
| Value | Count | Frequency (%) |
| 0.0984746 | 1 | < 0.1% |
| 0.0985 | 310 | |
| 0.1332 | 310 | |
| 0.1457 | 310 | |
| 0.1554 | 310 | |
| 0.2223 | 310 | |
| 0.2661 | 310 | |
| 0.2713 | 310 | |
| 0.4125 | 310 | |
| 0.5055 | 310 |
| Value | Count | Frequency (%) |
| 5.17823 | 1 | < 0.1% |
| 5.1782 | 310 | |
| 4.7296 | 310 | |
| 2.785 | 310 | |
| 2.6865 | 310 | |
| 2.5348 | 310 | |
| 2.2579 | 310 | |
| 1.7678 | 310 | |
| 1.5629 | 310 | |
| 1.2313 | 310 |
| Distinct | 1575 |
|---|---|
| Distinct (%) | 20.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5341.502803 |
| Minimum | 4329.520508 |
|---|---|
| Maximum | 5992.895996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 4329.520508 |
|---|---|
| 5-th percentile | 4554.965332 |
| Q1 | 4999.018555 |
| median | 5436.345215 |
| Q3 | 5728.316406 |
| 95-th percentile | 5854.641602 |
| Maximum | 5992.895996 |
| Range | 1663.375488 |
| Interquartile range (IQR) | 729.297851 |
Descriptive statistics
| Standard deviation | 429.158867 |
|---|---|
| Coefficient of variation (CV) | 0.08034421825 |
| Kurtosis | -0.9716805418 |
| Mean | 5341.502803 |
| Median Absolute Deviation (MAD) | 333.51709 |
| Skewness | -0.5112097191 |
| Sum | 41407329.73 |
| Variance | 184177.3331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5818.526855 | 5 | 0.1% |
| 4926.958008 | 5 | 0.1% |
| 4671.646484 | 5 | 0.1% |
| 5652.810547 | 5 | 0.1% |
| 5161.941406 | 5 | 0.1% |
| 5824.259766 | 5 | 0.1% |
| 4443.313965 | 5 | 0.1% |
| 4602.118164 | 5 | 0.1% |
| 4868.342285 | 5 | 0.1% |
| 4596.420898 | 5 | 0.1% |
| Other values (1565) | 7702 |
| Value | Count | Frequency (%) |
| 4329.520508 | 2 | < 0.1% |
| 4365.431641 | 1 | < 0.1% |
| 4371.68457 | 5 | |
| 4393.882813 | 1 | < 0.1% |
| 4395.165527 | 1 | < 0.1% |
| 4398.263672 | 1 | < 0.1% |
| 4398.573242 | 1 | < 0.1% |
| 4400.342773 | 1 | < 0.1% |
| 4401.705566 | 1 | < 0.1% |
| 4403.272949 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5992.895996 | 5 | |
| 5987.71875 | 5 | |
| 5981.979492 | 5 | |
| 5975.67627 | 5 | |
| 5968.809082 | 5 | |
| 5961.377441 | 5 | |
| 5953.376953 | 5 | |
| 5944.778809 | 5 | |
| 5935.615234 | 5 | |
| 5932.124023 | 4 |
| Distinct | 183 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 27 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.27488673 |
| Minimum | 17.4 |
|---|---|
| Maximum | 38.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 17.4 |
|---|---|
| 5-th percentile | 24.8 |
| Q1 | 28.2 |
| median | 30.5 |
| Q3 | 32.6 |
| 95-th percentile | 34.9 |
| Maximum | 38.9 |
| Range | 21.5 |
| Interquartile range (IQR) | 4.4 |
Descriptive statistics
| Standard deviation | 3.128010058 |
|---|---|
| Coefficient of variation (CV) | 0.1033202894 |
| Kurtosis | -0.2541201027 |
| Mean | 30.27488673 |
| Median Absolute Deviation (MAD) | 2.2 |
| Skewness | -0.3396071784 |
| Sum | 233873.5 |
| Variance | 9.784446922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.3 | 113 | 1.5% |
| 33 | 106 | 1.4% |
| 31.3 | 104 | 1.3% |
| 29.6 | 101 | 1.3% |
| 31.2 | 98 | 1.3% |
| 29.4 | 96 | 1.2% |
| 29.7 | 95 | 1.2% |
| 30.2 | 95 | 1.2% |
| 29.2 | 94 | 1.2% |
| 32.5 | 94 | 1.2% |
| Other values (173) | 6729 |
| Value | Count | Frequency (%) |
| 17.4 | 2 | |
| 18.6 | 1 | < 0.1% |
| 18.9 | 1 | < 0.1% |
| 19.5 | 1 | < 0.1% |
| 19.7 | 1 | < 0.1% |
| 20.1 | 1 | < 0.1% |
| 20.3 | 3 | |
| 20.4 | 2 | |
| 20.5 | 1 | < 0.1% |
| 20.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 38.9 | 2 | |
| 38.7 | 1 | < 0.1% |
| 38.3 | 1 | < 0.1% |
| 37.9 | 1 | < 0.1% |
| 37.8 | 3 | |
| 37.6 | 1 | < 0.1% |
| 37.5 | 1 | < 0.1% |
| 37.4 | 1 | < 0.1% |
| 37.3 | 1 | < 0.1% |
| 37.2 | 3 |
| Distinct | 157 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 27 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.93222006 |
| Minimum | 11.3 |
|---|---|
| Maximum | 29.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.7 KiB |
Quantile statistics
| Minimum | 11.3 |
|---|---|
| 5-th percentile | 18.6 |
| Q1 | 21.3 |
| median | 23.1 |
| Q3 | 24.6 |
| 95-th percentile | 26.8 |
| Maximum | 29.8 |
| Range | 18.5 |
| Interquartile range (IQR) | 3.3 |
Descriptive statistics
| Standard deviation | 2.487612771 |
|---|---|
| Coefficient of variation (CV) | 0.108476753 |
| Kurtosis | 0.2517230525 |
| Mean | 22.93222006 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | -0.4037428033 |
| Sum | 177151.4 |
| Variance | 6.1882173 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.5 | 159 | 2.1% |
| 23.4 | 157 | 2.0% |
| 24 | 156 | 2.0% |
| 23.2 | 150 | 1.9% |
| 23.8 | 149 | 1.9% |
| 23.9 | 142 | 1.8% |
| 23.7 | 135 | 1.7% |
| 23.6 | 133 | 1.7% |
| 22.1 | 133 | 1.7% |
| 23.1 | 129 | 1.7% |
| Other values (147) | 6282 |
| Value | Count | Frequency (%) |
| 11.3 | 2 | |
| 12.9 | 1 | < 0.1% |
| 13.3 | 1 | < 0.1% |
| 13.4 | 1 | < 0.1% |
| 13.6 | 1 | < 0.1% |
| 13.8 | 2 | |
| 13.9 | 1 | < 0.1% |
| 14.1 | 3 | |
| 14.3 | 1 | < 0.1% |
| 14.4 | 2 |
| Value | Count | Frequency (%) |
| 29.8 | 2 | < 0.1% |
| 29.5 | 1 | < 0.1% |
| 29.4 | 1 | < 0.1% |
| 29.1 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 28.8 | 3 | |
| 28.7 | 3 | |
| 28.6 | 3 | |
| 28.5 | 2 | < 0.1% |
| 28.4 | 6 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| station | Date | Present_Tmax | Present_Tmin | LDAPS_RHmin | LDAPS_RHmax | LDAPS_Tmax_lapse | LDAPS_Tmin_lapse | LDAPS_WS | LDAPS_LH | LDAPS_CC1 | LDAPS_CC2 | LDAPS_CC3 | LDAPS_CC4 | LDAPS_PPT1 | LDAPS_PPT2 | LDAPS_PPT3 | LDAPS_PPT4 | lat | lon | DEM | Slope | Solar radiation | Next_Tmax | Next_Tmin | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | 6/30/2013 | 28.7 | 21.4 | 58.255688 | 91.116364 | 28.074101 | 23.006936 | 6.818887 | 69.451805 | 0.233947 | 0.203896 | 0.161697 | 0.130928 | 0.0 | 0.0 | 0.0 | 0.0 | 37.6046 | 126.991 | 212.3350 | 2.7850 | 5992.895996 | 29.1 | 21.2 |
| 1 | 2.0 | 6/30/2013 | 31.9 | 21.6 | 52.263397 | 90.604721 | 29.850689 | 24.035009 | 5.691890 | 51.937448 | 0.225508 | 0.251771 | 0.159444 | 0.127727 | 0.0 | 0.0 | 0.0 | 0.0 | 37.6046 | 127.032 | 44.7624 | 0.5141 | 5869.312500 | 30.5 | 22.5 |
| 2 | 3.0 | 6/30/2013 | 31.6 | 23.3 | 48.690479 | 83.973587 | 30.091292 | 24.565633 | 6.138224 | 20.573050 | 0.209344 | 0.257469 | 0.204091 | 0.142125 | 0.0 | 0.0 | 0.0 | 0.0 | 37.5776 | 127.058 | 33.3068 | 0.2661 | 5863.555664 | 31.1 | 23.9 |
| 3 | 4.0 | 6/30/2013 | 32.0 | 23.4 | 58.239788 | 96.483688 | 29.704629 | 23.326177 | 5.650050 | 65.727144 | 0.216372 | 0.226002 | 0.161157 | 0.134249 | 0.0 | 0.0 | 0.0 | 0.0 | 37.6450 | 127.022 | 45.7160 | 2.5348 | 5856.964844 | 31.7 | 24.3 |
| 4 | 5.0 | 6/30/2013 | 31.4 | 21.9 | 56.174095 | 90.155128 | 29.113934 | 23.486480 | 5.735004 | 107.965535 | 0.151407 | 0.249995 | 0.178892 | 0.170021 | 0.0 | 0.0 | 0.0 | 0.0 | 37.5507 | 127.135 | 35.0380 | 0.5055 | 5859.552246 | 31.2 | 22.5 |
| 5 | 6.0 | 6/30/2013 | 31.9 | 23.5 | 52.437126 | 85.307251 | 29.219342 | 23.822613 | 6.182295 | 50.231389 | 0.185279 | 0.280818 | 0.232841 | 0.146363 | 0.0 | 0.0 | 0.0 | 0.0 | 37.5102 | 127.042 | 54.6384 | 0.1457 | 5873.780762 | 31.5 | 24.0 |
| 6 | 7.0 | 6/30/2013 | 31.4 | 24.4 | 56.287189 | 81.019760 | 28.551859 | 24.238467 | 5.587135 | 125.110007 | 0.389600 | 0.333570 | 0.270419 | 0.145705 | 0.0 | 0.0 | 0.0 | 0.0 | 37.5776 | 126.838 | 12.3700 | 0.0985 | 5849.233398 | 30.9 | 23.4 |
| 7 | 8.0 | 6/30/2013 | 32.1 | 23.6 | 52.326218 | 78.004539 | 28.851982 | 23.819054 | 6.104417 | 42.011547 | 0.357856 | 0.344928 | 0.272387 | 0.143841 | 0.0 | 0.0 | 0.0 | 0.0 | 37.4697 | 126.910 | 52.5180 | 1.5629 | 5863.992188 | 31.1 | 22.9 |
| 8 | 9.0 | 6/30/2013 | 31.4 | 22.0 | 55.338791 | 80.784607 | 28.426975 | 23.332373 | 6.017135 | 85.110971 | 0.408766 | 0.344800 | 0.264980 | 0.148911 | 0.0 | 0.0 | 0.0 | 0.0 | 37.4967 | 126.826 | 50.9312 | 0.4125 | 5876.901367 | 31.3 | 21.6 |
| 9 | 10.0 | 6/30/2013 | 31.6 | 20.5 | 56.651203 | 86.849632 | 27.576705 | 22.527018 | 6.518841 | 63.006075 | 0.348292 | 0.306255 | 0.245254 | 0.135443 | 0.0 | 0.0 | 0.0 | 0.0 | 37.4562 | 126.955 | 208.5070 | 5.1782 | 5893.608398 | 30.5 | 21.0 |
Last rows
| station | Date | Present_Tmax | Present_Tmin | LDAPS_RHmin | LDAPS_RHmax | LDAPS_Tmax_lapse | LDAPS_Tmin_lapse | LDAPS_WS | LDAPS_LH | LDAPS_CC1 | LDAPS_CC2 | LDAPS_CC3 | LDAPS_CC4 | LDAPS_PPT1 | LDAPS_PPT2 | LDAPS_PPT3 | LDAPS_PPT4 | lat | lon | DEM | Slope | Solar radiation | Next_Tmax | Next_Tmin | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7742 | 18.0 | 8/30/2017 | 23.3 | 18.2 | 30.259682 | 86.565193 | 26.474403 | 17.289157 | 6.522731 | 94.203783 | 0.045451 | 0.034340 | 0.000000e+00 | 0.014070 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 37.4832 | 127.024 | 56.4448 | 1.231300 | 4435.611816 | 27.8 | 16.7 |
| 7743 | 19.0 | 8/30/2017 | 22.6 | 15.0 | 25.536045 | 78.779045 | 26.596280 | 17.856040 | 6.905963 | 54.030075 | 0.056634 | 0.076289 | 0.000000e+00 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 37.5776 | 126.938 | 75.0924 | 1.767800 | 4495.473633 | 27.1 | 16.6 |
| 7744 | 20.0 | 8/30/2017 | 22.7 | 15.9 | 38.216373 | 94.428116 | 24.037222 | 15.772677 | 6.478060 | 112.580310 | 0.038019 | 0.005380 | 0.000000e+00 | 0.000938 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 37.6181 | 127.004 | 146.5540 | 4.729600 | 4554.965332 | 26.7 | 16.3 |
| 7745 | 21.0 | 8/30/2017 | 23.1 | 17.8 | 24.688997 | 78.261383 | 27.812697 | 18.303014 | 6.603253 | 9.614074 | 0.052902 | 0.030169 | 0.000000e+00 | 0.004380 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 37.5507 | 127.040 | 26.2980 | 0.572100 | 4456.024414 | 27.6 | 17.7 |
| 7746 | 22.0 | 8/30/2017 | 22.5 | 17.4 | 30.094858 | 83.690018 | 26.704905 | 17.814038 | 5.768083 | 82.146707 | 0.066461 | 0.024518 | 5.850000e-07 | 0.017678 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 37.5102 | 127.086 | 21.9668 | 0.133200 | 4441.803711 | 28.0 | 17.1 |
| 7747 | 23.0 | 8/30/2017 | 23.3 | 17.1 | 26.741310 | 78.869858 | 26.352081 | 18.775678 | 6.148918 | 72.058294 | 0.030034 | 0.081035 | 0.000000e+00 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 37.5372 | 126.891 | 15.5876 | 0.155400 | 4443.313965 | 28.3 | 18.1 |
| 7748 | 24.0 | 8/30/2017 | 23.3 | 17.7 | 24.040634 | 77.294975 | 27.010193 | 18.733519 | 6.542819 | 47.241457 | 0.035874 | 0.074962 | 0.000000e+00 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 37.5237 | 126.909 | 17.2956 | 0.222300 | 4438.373535 | 28.6 | 18.8 |
| 7749 | 25.0 | 8/30/2017 | 23.2 | 17.4 | 22.933014 | 77.243744 | 27.939516 | 18.522965 | 7.289264 | 9.090034 | 0.048954 | 0.059869 | 0.000000e+00 | 0.000796 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 37.5237 | 126.970 | 19.5844 | 0.271300 | 4451.345215 | 27.8 | 17.4 |
| 7750 | NaN | NaN | 20.0 | 11.3 | 19.794666 | 58.936283 | 17.624954 | 14.272646 | 2.882580 | -13.603212 | 0.000000 | 0.000000 | 0.000000e+00 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 37.4562 | 126.826 | 12.3700 | 0.098475 | 4329.520508 | 17.4 | 11.3 |
| 7751 | NaN | NaN | 37.6 | 29.9 | 98.524734 | 100.000153 | 38.542255 | 29.619342 | 21.857621 | 213.414006 | 0.967277 | 0.968353 | 9.837888e-01 | 0.974710 | 23.701544 | 21.621661 | 15.841235 | 16.655469 | 37.6450 | 127.135 | 212.3350 | 5.178230 | 5992.895996 | 38.9 | 29.8 |